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Flaky Test Detection That Cannot Separate Signal From Environment Noise : Scalable Correctness Automation for Growing Codebases
TypeScriptPostgreSQLGitHub ActionsPlaywright
Problem Breakdown
The scaling defect is that correctness automation (type checking, testing, static analysis) configured at project birth degrades as the codebase grows: runtimes stretch past developer patience, configurations accumulate exclusions, and the automation that enforced quality at 10k lines becomes the bottleneck at 500k. CI…
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